Request to Enable Access to Audio Features and Audio Analysis Endpoints for New Spotify App

[LatkoArtem]

Hello Spotify Support Team,

I’m developing a non-commercial educational project called MyMusicMind that analyzes user listening behavior and provides insights and recommendations. This project relies on the Spotify API for accessing detailed music data.

I registered my Spotify app in May 2025. I’m using the Client Credentials Flow with Spotipy, and although the credentials are correct, I receive a 403 Forbidden error when trying to access the /v1/audio-features endpoint.

I understand that apps created after November 27, 2024 fall under updated access restrictions and do not have default access to the /v1/audio-features and /v1/audio-analysis endpoints. Since these endpoints are essential for my project’s functionality, I kindly request that access to them be enabled for my app.

Client ID: af452236f61540d19b462b8436512213

Thank you very much for your assistance!

Best regards,
Latko Artem

Plan

Premium

Country

Ukraine

Device

Lenovo Laptop

Operating System

Windows 10

My Question or Issue